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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
♔ An Extremely Efficient Chess-board Detection for Non-trivial Photos ♔
| Date | Stars |
|---|---|
| 2026-07-24 | 313 |
| 2026-07-25 | 313 |
| 2026-07-28 | 313 |
| 2026-07-30 | 313 |
| 2026-08-06 | 313 |
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## ♔ Neural Chessboard ♔ An Extremely Efficient Chess-board Detection for Non-trivial Photos [arxiv:1708.03898](https://arxiv.org/abs/1708.03898)  > _Computer Vision! Machine learning! A E S T H E T I C!_ ## Getting Started __Dependencies Installation (macOS):__ ``` $ brew install opencv3 # toolkit for computer vision $ pip3 install -r requirements.txt # toolkit for machine learning ``` __Dataset & Training:__ ``` $ python3 dataset.py $ python3 train.py 50 ``` __Testing:__ ``` $ python3 main.py test ``` __Example:__ ``` $ python3 main.py detect --input=photo.jpg --output=board.jpg ``` __Producing FEN:__ > NON-PUBLIC ALGORITHM ``` $ python3 fen.py --input=board.jpg ``` __Dependencies:__ - [Python 3](https://www.python.org/downloads/) - [Scipy 0.19.1](https://www.scipy.org/) - [OpenCV 3](http://opencv.org/) - [Tensorflow](https://www.tensorflow.org/) (with [tflearn](https://github.com/tflearn/tflearn) support) - [Pyclipper](https://github.com/greginvm/pyclipper) ---- **Raw Process:**  **BONUS (old gif):** 
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Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:34815196dbd25446, topic:computer-vision, readme:computer vision